Triple
T15035571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marvel UK |
E378469
|
entity |
| Predicate | licensedPropertyPublished |
P116484
|
FINISHED |
| Object |
Action Force
Action Force is a British military-themed action figure and comic book franchise, closely associated with the G.I. Joe brand, that gained popularity in the 1980s.
|
E1132672
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Action Force | Statement: [Marvel UK, licensedPropertyPublished, Action Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Action Force Context triple: [Marvel UK, licensedPropertyPublished, Action Force]
-
A.
Special Action Force
The Special Action Force is an elite rapid-deployment commando unit of the Philippine National Police specializing in counterterrorism, hostage rescue, and high-risk law enforcement operations.
-
B.
A-Force
A-Force is an all-female team of Marvel superheroes that serves as a prominent offshoot of the Avengers in the comics.
-
C.
Gull Force
Gull Force was an Australian Army infantry force deployed to defend Ambon in the Netherlands East Indies during World War II, many of whose members were captured and suffered harsh imprisonment after the island fell to Japanese forces.
-
D.
Special Force
Special Force, better known as the Chindits, was a British India–based long-range penetration commando force that conducted deep-raid operations behind Japanese lines in Burma during World War II.
-
E.
Matsuda Force
Matsuda Force is a Japanese military unit featured as an opposing force in the strategy video game "Operation Backhander."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Action Force Triple: [Marvel UK, licensedPropertyPublished, Action Force]
Generated description
Action Force is a British military-themed action figure and comic book franchise, closely associated with the G.I. Joe brand, that gained popularity in the 1980s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Action Force Target entity description: Action Force is a British military-themed action figure and comic book franchise, closely associated with the G.I. Joe brand, that gained popularity in the 1980s.
-
A.
Special Action Force
The Special Action Force is an elite rapid-deployment commando unit of the Philippine National Police specializing in counterterrorism, hostage rescue, and high-risk law enforcement operations.
-
B.
A-Force
A-Force is an all-female team of Marvel superheroes that serves as a prominent offshoot of the Avengers in the comics.
-
C.
Gull Force
Gull Force was an Australian Army infantry force deployed to defend Ambon in the Netherlands East Indies during World War II, many of whose members were captured and suffered harsh imprisonment after the island fell to Japanese forces.
-
D.
Special Force
Special Force, better known as the Chindits, was a British India–based long-range penetration commando force that conducted deep-raid operations behind Japanese lines in Burma during World War II.
-
E.
Matsuda Force
Matsuda Force is a Japanese military unit featured as an opposing force in the strategy video game "Operation Backhander."
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d85cd46b2c819090d054c27787f677 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded82b29948190acda49cbec3f927a |
completed | April 15, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9ddfc13481909333690016650410 |
completed | May 9, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69fe9e7e12488190972b383d66a2651e |
completed | May 9, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe9f0dd1ac8190a802e9b388b9c770 |
completed | May 9, 2026, 2:42 a.m. |
Created at: April 10, 2026, 2:59 a.m.